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windows-logs

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A practical cybersecurity project focused on building and configuring a SIEM environment using Splunk/ELK Stack to collect, monitor, and analyze Windows event and Sysmon logs. Includes real-world attack simulations, threat detection dashboards, and an incident response report.

  • Updated Oct 22, 2025

Local Validation Toolkit is a Python-based toolkit for Windows log processing and local LLM analysis. It enables AI-assisted workflows using a local model (via LM Studio), including log sanitization for privacy, structured prompt design, and system log analysis with guardrails for adversarial and out-of-scope user inputs.

  • Updated May 1, 2026
  • Python

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